pramana-mcp (evenindividual04/pramana) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 3 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100
10 days ago

pramana-mcp

Enables citation-audited deep research with tools for web-grounded answers, source conflict detection, and per-claim citation auditing.

→ evenindividual04/pramana· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

evenindividual04

Source: Glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

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Install from

Glamanot scored here

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
🚨
Secret credentials may flow to a network call
5 flows detected: PARALLEL_API_KEY, TAVILY_API_KEY, SERPER_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 9 credentials: OPENROUTER_API_KEY, COHERE_API_KEY, CEREBRAS_API_KEY, TAVILY_API_KEY, SARVAM_API_KEY, PARALLEL_API_KEY, SERPER_API_KEY, GITHUB_TOKEN, GEMINI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configCLAIM_VERIFIER_PROVIDER
🔐 secretOPENROUTER_API_KEYDeepSeek R1 synthesis fallback
configCHUNK_SIZE
configMMR_LAMBDA
🔐 secretCOHERE_API_KEY
configCONFLICT_PROBE_PROVIDER
🔐 secretCEREBRAS_API_KEYSynthesis fallback + alternate judge
🔐 secretTAVILY_API_KEYSearch fallback (tier 2)
configJINA_READER_DISABLED
configPAGE_CACHE_DISABLED
configHISTORY_RETRIEVAL_LIMIT
configGEMINI_MODEL
configSYNTH_PROVIDER
configSARVAM_INDIC_AUTO
🔐 secretSARVAM_API_KEYdashboard.sarvam.ai
configAPPROVAL_TIMEOUT_S
configAGENT_MAX_ITER
configCONTEXT_SELECTION_STRATEGY
configAGENT_MAX_SOURCES
🔐 secretPARALLEL_API_KEYparallel.ai
configPARALLEL_PROCESSOR
🔐 secretSERPER_API_KEYSearch fallback (tier 3, snippets-only)
configSEARCH_CACHE_DISABLED
configEVAL_PER_QUESTION_TIMEOUT_S
configSYNTH_MODEL
configPLANNER_MODEL
configJUDGE_MODEL
configCROSS_FAMILY_QUOTA_BUDGET
configHYBRID_RETRIEVAL
configJUDGE_PROVIDER
🔐 secretGITHUB_TOKENgithub.com/settings/tokens
configFAILURE_POLICY_PLAN_TIMEOUT_S
configFAILURE_POLICY_SEARCH_TIMEOUT_S
configFAILURE_POLICY_FETCH_TIMEOUT_S
configFAILURE_POLICY_SELECT_TIMEOUT_S
configFAILURE_POLICY_SYNTH_TIMEOUT_S
configFAILURE_POLICY_MAX_TOTAL_TURN_TIME_S
configFAILURE_POLICY_MAX_RETRIES_PER_PROVIDER
configFAILURE_POLICY_PROBE_TIMEOUT_S
configFAILURE_POLICY_MAX_HOPS7. Iterative re-search trigger. Planner-confidence-gated, not uncertainty-marker-driven. Two-hop cap via . Second hop restricted to RECENCY_CHECK and CONTRADICTION_PROBE intents.
configKEY_ROTATION_PERSIST
configKEY_ROTATION_REFRESH_S
configLOG_LEVEL
configFOLLOW_UP_PROVIDER
configHEALTH_CACHE_TTL_S
configOLLAMA_BASE_URL
configGROQ_API_KEYS
configGEMINI_API_KEYS
configCEREBRAS_API_KEYS
configSARVAM_MODEL
🔐 secretGEMINI_API_KEYaistudio.google.com
configCEREBRAS_BASE_URL
configCEREBRAS_MODEL
configPLANNER_PROVIDER
configOLLAMA_MODEL
configPROVIDER_USAGE_DISABLED
configQUOTA_ALERT_THRESHOLD
configQUOTA_ALERT_COOLDOWN_S
configQUOTA_WEBHOOK_URL
configRETRIEVAL_MODE
configSCHOLAR_DISABLED
configSEARCH_CACHE_TTL_S
configSOURCE_TRUST_DISABLED
configWIKIPEDIA_DISABLED
configTRUSTED_PROXY_COUNT
configSSE_HEARTBEAT_S
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployNEXT_PUBLIC_BACKEND_URL
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

3/3 tools missing one or more hints — research_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); find_conflicts_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); audit_citations_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Secrets not logged

4 secret values sent to logger.warning/logger.info

Redact or omit secret values from log output.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/evenindividual04/pramana)](https://m8ven.ai/mcp/evenindividual04/pramana)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: caba374d9c4f3b8db19e291ccd48faf145fd71d5
code hash: de3d8b65d71255868bcfa5cb40912a50bff11be12cd26de715309f2c753d02da
verified: 9/3/2026, 11:28:44 AM
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